A comparison of machine learning classifiers for dementia with Lewy bodies using miRNA expression data

BMC Medical Genomics

Table 2 Hyperparameter values in each final model

Method	#top-ranked miRNA	Hyperparameter	Value
Penalized regression	434	α	0.1
		λ	0.10882
RF	60	max _depth	4
		n _tree	100
		min _split	10
		min _sample	3
SVM	27	C	2.14355
		γ	0.001122
GBDT	216	max _depth	4
		n _tree	200
		min _split	20
		min _sample	5
		learning rate	0.1

ISSN: 1755-8794